{"id":"https://openalex.org/W1964770519","doi":"https://doi.org/10.1109/ausctw.2012.6164900","title":"Location-aware cooperative spectrum sensing via Gaussian Processes","display_name":"Location-aware cooperative spectrum sensing via Gaussian Processes","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W1964770519","doi":"https://doi.org/10.1109/ausctw.2012.6164900","mag":"1964770519"},"language":"en","primary_location":{"id":"doi:10.1109/ausctw.2012.6164900","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ausctw.2012.6164900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Australian Communications Theory Workshop (AusCTW)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051994726","display_name":"Ido Nevat","orcid":"https://orcid.org/0000-0003-1567-3446"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ido Nevat","raw_affiliation_strings":["Wireless & Networking Technology Laboratory, CSIRO, Sydney, Australia","Wireless & Networking Tech. Lab, CSIRO, Sydney, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"Wireless & Networking Technology Laboratory, CSIRO, Sydney, Australia","institution_ids":["https://openalex.org/I1292875679"]},{"raw_affiliation_string":"Wireless & Networking Tech. Lab, CSIRO, Sydney, Australia#TAB#","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087616647","display_name":"Gareth W. Peters","orcid":"https://orcid.org/0000-0003-2768-8979"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gareth W. Peters","raw_affiliation_strings":["School of Mathematics and Statistics, University of New South Wales, Sydney, Australia","School of Mathematics and Statistics, University of NSW, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Mathematics and Statistics, University of NSW, Sydney, Australia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033728735","display_name":"Iain B. Collings","orcid":"https://orcid.org/0000-0002-4857-2601"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Iain B. Collings","raw_affiliation_strings":["Wireless & Networking Technology Laboratory, CSIRO, Sydney, Australia","Wireless & Networking Tech. Lab, CSIRO, Sydney, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"Wireless & Networking Technology Laboratory, CSIRO, Sydney, Australia","institution_ids":["https://openalex.org/I1292875679"]},{"raw_affiliation_string":"Wireless & Networking Tech. Lab, CSIRO, Sydney, Australia#TAB#","institution_ids":["https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051994726"],"corresponding_institution_ids":["https://openalex.org/I1292875679"],"apc_list":null,"apc_paid":null,"fwci":3.9006,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.93635852,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"19","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.7696731090545654},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7387520670890808},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5540859699249268},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.492513507604599},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4550647437572479},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.42140066623687744},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4169135093688965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18358618021011353},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1355598270893097},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12349599599838257},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.10042554140090942}],"concepts":[{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.7696731090545654},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7387520670890808},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5540859699249268},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.492513507604599},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4550647437572479},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.42140066623687744},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4169135093688965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18358618021011353},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1355598270893097},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12349599599838257},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.10042554140090942},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ausctw.2012.6164900","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ausctw.2012.6164900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Australian Communications Theory Workshop (AusCTW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W164706946","https://openalex.org/W1502922572","https://openalex.org/W2004014822","https://openalex.org/W2011705431","https://openalex.org/W2024060531","https://openalex.org/W2108924122","https://openalex.org/W2110092210","https://openalex.org/W2145873277","https://openalex.org/W2161042721","https://openalex.org/W2168078104","https://openalex.org/W2170912685","https://openalex.org/W4211049957"],"related_works":["https://openalex.org/W2559261346","https://openalex.org/W4280609833","https://openalex.org/W1973979964","https://openalex.org/W4235820682","https://openalex.org/W185479762","https://openalex.org/W2136943174","https://openalex.org/W4246064491","https://openalex.org/W1968709058","https://openalex.org/W1964286703","https://openalex.org/W2169866437"],"abstract_inverted_index":{"We":[0,110],"present":[1],"a":[2,47,50,58,71,90,101],"new":[3],"paradigm":[4],"to":[5,20,54,74,124],"perform":[6,55],"spatial":[7,26,65,126,132],"spectrum":[8,103],"sensing":[9,64],"in":[10,85,95],"cooperative":[11],"cognitive":[12,107],"radio":[13,108],"networks.":[14,109],"In":[15],"these":[16],"networks,":[17],"nodes":[18],"cooperate":[19],"infer":[21],"information":[22],"on":[23,57,115,119],"spectral":[24,127],"and":[25,140],"occupancy.":[27],"Following":[28],"the":[29,37,76,82,116,120,149,153],"recently":[30],"proposed":[31,154],"interference":[32],"temperature":[33],"metric,":[34],"we":[35],"formulate":[36],"problem":[38],"via":[39],"semi-parametric":[40],"Gaussian":[41],"Process":[42],"modelling.":[43],"This":[44],"allows":[45],"for":[46,106,142],"development":[48],"of":[49,70,78],"flexible":[51],"probabilistic":[52,102],"framework":[53],"inference":[56],"function":[59],"space.":[60,86],"Our":[61],"methodology":[62],"enables":[63],"reusable":[66],"zones,":[67],"by":[68,81,152],"means":[69],"collaborative":[72],"scheme":[73,99,105],"estimate":[75],"distribution":[77],"power":[79],"emitted":[80],"primary":[83],"user":[84],"Hence,":[87],"rather":[88],"than":[89],"conventional":[91],"binary":[92],"decision":[93],"process":[94],"space":[96],"(busy/idle),":[97],"our":[98],"provides":[100],"access":[104],"develop":[111],"an":[112],"algorithm,":[113],"based":[114],"Iterated":[117],"Conditioning":[118],"Modes":[121],"(ICM)":[122],"estimation":[123],"predict":[125],"holes":[128],"at":[129],"any":[130],"arbitrary":[131],"location.":[133],"The":[134],"ICM":[135],"approach":[136],"is":[137],"computationally":[138],"efficient,":[139],"suitable":[141],"real":[143],"world":[144],"applications.":[145],"Numerical":[146],"results":[147],"demonstrate":[148],"benefits":[150],"obtained":[151],"algorithm.":[155]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
